Cervical liquid-based cytology image quality evaluation method and system, and electronic equipment

Abstract

The invention discloses a cervical liquid-based cytology image quality evaluation method and system and electronic equipment. The method comprises the following steps: obtaining a cervical liquid-based cytology image according to a cervical liquid-based cytology smear; calculating the cervical liquid-based cytological image according to the established image definition detection model to obtain image definition, and calculating the cervical liquid-based cytological image according to the established image cell quantity detection model to obtain image cell quantity; and obtaining a cervical liquid-based cytological image quality evaluation result of the cervical liquid-based cytological image according to the image definition and the image cell quantity. Quality evaluation is carried out on the cervical liquid-based cytology image through the image definition and the image cell quantity, the analysis result is more comprehensive, and based on the deep learning technology, compared with a traditional image pixel processing method, the algorithm is higher in precision and higher in adaptability.

Description

technical field [0001] The invention relates to the technical field of image quality evaluation, in particular to a method, system and electronic equipment for evaluating the image quality of cervical liquid-based cytology. Background technique [0002] Cervical cancer is the fourth most common cancer among women all over the world. It is a disease that seriously threatens the health of women and is on the rise year by year. Persistent infection with high-risk HPV can lead to cervical cancer. Cervical cancer has a long period of precancerous lesions, that is, cervical squamous intraepithelial neoplasia (CIN). When the lesion breaks through the subepithelial basement membrane and invades the mesenchymal layer, it forms cervical invasive carcinoma. Cervical cancer is highly preventable and easily treatable if caught early. If regular cervical cancer screening can be carried out in the period of precancerous lesions, and reasonable treatment can be given to patients, it is en...

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to overcome the problem that there are very few technical solutions for evaluating the image quality corresponding to cervical exfoliated cell smears, and provide a method, system and electronic equipment for evaluating the image quality of cervical liquid-based cytology

Images